Brain Informatics: International Conference, BI 2017, Beijing, China, November 16-18, 2017, Proceedings

Front Matter ....Pages I-XVI
Front Matter ....Pages 1-1
 Speech Emotion Recognition Using Local and Global Features  (Yuanbo Gao, Baobin Li, Ning Wang, Tingshao Zhu)....Pages 3-13
 Advertisement and Expectation in Lifestyle Changes: A Computational Model  (Seyed Amin Tabatabaei, Jan Treur)....Pages 14-25
 A Computational Cognitive Model of Self-monitoring and Decision Making for Desire Regulation  (Altaf Hussain Abro, Jan Treur)....Pages 26-38
 Video Category Classification Using Wireless EEG  (Aunnoy K Mutasim, Rayhan Sardar Tipu, M. Raihanul Bashar, M. Ashraful Amin)....Pages 39-48
 Learning Music Emotions via Quantum Convolutional Neural Network  (Gong Chen, Yan Liu, Jiannong Cao, Shenghua Zhong, Yang Liu, Yuexian Hou et al.)....Pages 49-58
 Supervised EEG Source Imaging with Graph Regularization in Transformed Domain  (Feng Liu, Jing Qin, Shouyi Wang, Jay Rosenberger, Jianzhong Su)....Pages 59-71
 Insula Functional Parcellation from FMRI Data via Improved Artificial Bee-Colony Clustering  (Xuewu Zhao, Junzhong Ji, Yao Yao)....Pages 72-82
 EEG-Based Emotion Recognition via Fast and Robust Feature Smoothing  (Cheng Tang, Di Wang, Ah-Hwee Tan, Chunyan Miao)....Pages 83-92
Front Matter ....Pages 93-93
 Stronger Activation in Widely Distributed Regions May not Compensate for an Ineffectively Connected Neural Network When Reading a Second Language  (Hao Yan, Chuanzhu Sun, Shan Wang, Lijun Bai)....Pages 95-106
 Objects Categorization on fMRI Data: Evidences for Feature-Map Representation of Objects in Human Brain  (Sutao Song, Jiacai Zhang, Yuehua Tong)....Pages 107-115
 Gender Role Differences of Female College Students in Facial Expression Recognition: Evidence from N170 and VPP  (Sutao Song, Jieyin Feng, Meiyun Wu, Beixi Tang, Gongxiang Chen)....Pages 116-125
Front Matter ....Pages 127-127
 Overview of Acquisition Protocol in EEG Based Recognition System  (Hui-Yen Yap, Yun-Huoy Choo, Wee-How Khoh)....Pages 129-138
 A Study on Automatic Sleep Stage Classification Based on Clustering Algorithm  (Xuexiao Shao, Bin Hu, Xiangwei Zheng)....Pages 139-148
 Speaker Verification Method Based on Two-Layer GMM-UBM Model in the Complex Environment  (Qiang He, Zhijiang Wan, Haiyan Zhou, Jie Yang, Ning Zhong)....Pages 149-158
 Emotion Recognition from EEG Using Rhythm Synchronization Patterns with Joint Time-Frequency-Space Correlation  (Hongzhi Kuai, Hongxia Xu, Jianzhuo Yan)....Pages 159-168
Front Matter ....Pages 169-169
 Patients with Major Depressive Disorder Alters Dorsal Medial Prefrontal Cortex Response to Anticipation with Different Saliences  (Bin Zhang, Jijun Wang)....Pages 171-180
 Abnormal Brain Activity in ADHD: A Study of Resting-State fMRI  (Chao Tang, Yuqing Wei, Jiajia Zhao, Xin Zhang, Jingxin Nie)....Pages 181-189
 Wearable EEG-Based Real-Time System for Depression Monitoring  (Shengjie Zhao, Qinglin Zhao, Xiaowei Zhang, Hong Peng, Zhijun Yao, Jian Shen et al.)....Pages 190-201
 Group Guided Sparse Group Lasso Multi-task Learning for Cognitive Performance Prediction of Alzheimer’s Disease  (Xiaoli Liu, Peng Cao, Jinzhu yang, Dazhe Zhao, Osmar Zaiane)....Pages 202-212
 A Novel Deep Learning Based Multi-class Classification Method for Alzheimer’s Disease Detection Using Brain MRI Data  (Jyoti Islam, Yanqing Zhang)....Pages 213-222
 A Quantitative Analysis Method for Objectively Assessing the Depression Mood Status Based on Portable EEG and Self-rating Scale  (Zhijiang Wan, Qiang He, Haiyan Zhou, Jie Yang, Jianzhuo Yan, Ning Zhong)....Pages 223-232
Front Matter ....Pages 233-233
 Social Events Forecasting in Microblogging  (Yang Zhou, Chuxue Zhang, Xiaoqian Liu, Jingying Wang, Yuanbo Gao, Shuotian Bai et al.)....Pages 235-243
 Study on Depression Classification Based on Electroencephalography Data Collected by Wearable Devices  (Hanshu Cai, Yanhao Zhang, Xiaocong Sha, Bin Hu)....Pages 244-253
 Corticospinal Tract Alteration is Associated with Motor Performance in Subacute Basal Ganglia Stroke  (Jing Wang, Ziyu Meng, Zengai Chen, Yao Li)....Pages 254-260
 Detecting Depression in Speech Under Different Speaking Styles and Emotional Valences  (Zhenyu Liu, Bin Hu, Xiaoyu Li, Fei Liu, Gang Wang, Jing Yang)....Pages 261-271
 Scientific Advances on Consciousness  (Yinsheng Zhang)....Pages 272-281
Front Matter ....Pages 283-283
 BECA: A Software Tool for Integrated Visualization of Human Brain Data  (Huang Li, Shiaofen Fang, Bob Zigon, Olaf Sporns, Andrew J. Saykin, Joaquín Goñi et al.)....Pages 285-291
Front Matter ....Pages 293-293
 Knowledge Graphs in the Quality Use of Antidepressants: A Perspective from Clinical Research Applications  (Weijing Tang, Yu Yang, Zhisheng Huang, Xiaoli Hua)....Pages 295-303
 Using Knowledge Graph for Analysis of Neglected Influencing Factors of Statin-Induced Myopathy  (Yu Yang, Zhisheng Huang, Yong Han, Xiaoli Hua, Weijing Tang)....Pages 304-311
Front Matter ....Pages 313-313
 Mesoscopic Brainformatics  (Dezhong Yao)....Pages 315-324
Front Matter ....Pages 325-325
 The Development and Application of Biochemical Analysis of Saliva in the Assessment of the Activity of Nervous System  (Chen Li, Pan Gu, Kangwei Shen, Xuejun Kang)....Pages 327-333
Back Matter ....Pages 335-336